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Services/AI Solutions/Natural Language Processing (NLP)

Natural Language Processing (NLP)

Language intelligence for Arabic and English — understand, search, summarize and generate across your content.

Start your project All services
8+
Years of experience
250+
Projects delivered
120+
Happy clients
30+
Specialists
Trusted by our clients
Overview

Language intelligence built for your market.

From classification and search to summarization and generation, we build NLP features tuned for your domain and for Arabic and English alike.

What you get
Text classification
Semantic search
Summarization
Entity extraction
Arabic dialect support
LLM integration
Capabilities

Our NLP Capabilities

We build language intelligence for Arabic and English — classification, semantic search, summarization, extraction and grounded generation across your content.

Text Classification

Route, tag and prioritize text automatically.

Semantic Search

Meaning-based search across documents and knowledge.

Summarization

Condense long content into accurate briefs.

Entity Extraction

Pull names, amounts and fields from unstructured text.

Arabic Dialect Support

Models tuned for real Gulf and MSA Arabic.

LLM Integration

Grounded generation wired safely into your product.

Why Tamken

One accountable team, the full journey.

01

Senior, in-house team

No hand-offs to subcontractors — the people who design it build it.

02

Built for ROI

Every decision ties back to a metric that matters to your business.

03

AI-native & local

Intelligence built in, with Arabic-first thinking and Vision 2030 alignment.

04

Bilingual by default

Arabic and English, RTL and LTR, handled correctly from day one.

05

Weekly delivery cadence

You see working progress every week, not a status report.

06

No lock-in

Clear ownership of what we build, and the freedom to pause or stop anytime.

How we work

A clear path from idea to impact.

1

Data & Feasibility

We assess your data and prove the use case is worth building before we commit.

2

Model Design

We select and design the right approach — classic ML, deep learning or LLM/RAG.

3

Training & Evaluation

We train, measure against real metrics, and tune until it's genuinely useful.

4

Integration

The model ships inside your product with low-latency, secure inference.

5

Monitoring & Retraining

We watch for drift and retrain so accuracy holds up over time.

Technology

Our technology stack

We build with proven, modern technologies chosen for performance, security and long-term maintainability.

PythonPython
spaCyspaCy
Hugging FaceHugging Face
OpenAIOpenAI
LangChainLangChain
PineconePinecone
Testimonials

Launching the Rayan perfumes line with Tamken was a great experience — quality work, fast execution, and we hit every goal. Among the best agencies in the region.

ع
عمر تقي الدين
Founder, Rayan Shop
Pricing

Sprint pricing — know your full cost before you start.

A sprint is our unit of work: one focused week with a dedicated team. Your project is scoped into an agreed number of sprints up front — so the total cost is clear from day one, with no surprises.

Free discovery sprint

We scope it before you pay

We start with a free discovery sprint: we analyse your idea, define the scope, and hand you an execution plan with the exact number of sprints and total cost. You decide after seeing the plan.

Book your free discovery sprint
execution sprints
3,750SAR/ sprint
Placeholder figure — to be confirmed.
1 sprint = 5 working days · typical scopes: landing site 2–3 · store 4–6 · app/MVP 6–10 sprints
Agreed scope & sprint count before we start
A dedicated team throughout the sprint
Daily progress updates & weekly demo
You own everything we deliver
Stop at the end of any sprint
FAQ

Questions we hear often.

Can it understand Arabic dialects, not just MSA?

Yes — we tune models on Gulf and other dialects alongside Modern Standard Arabic, so it understands how customers actually write, including mixed Arabic-English text.

How is semantic search different from keyword search?

Keyword search matches exact words; semantic search uses embeddings to match meaning, so a query finds relevant results even when the wording differs — crucial for Arabic with its rich morphology.

Can we process sensitive text without sending it to third parties?

Yes — we can run open-source models on your own infrastructure or a private Saudi cloud region, so confidential documents never leave your control.

How accurate is entity extraction and how do you measure it?

We evaluate on a labeled test set using precision and recall, tune thresholds to your risk tolerance, and add human review on low-confidence cases where accuracy is critical.

Related services
Let's build

Understand and act on language — including Arabic dialects.

Book a free consultation and we will map the fastest credible path to launch.

AR + ENBilingual NLPDialectsGulf & MSALLMGrounded
Start your project See our work
Free discovery sprint
Full cost agreed up front
Reply within 24 hours
Contact us

Tell us about your project.

This is what happens after you submit:

1
Full confidentiality

We can sign an NDA to fully protect your idea.

2
Reply within 24h

Our experts contact you within one business day.

3
A complete proposal

We discuss the details and send a clear plan and offer.

Or directly viaWhatsApp+966 55 208 1012[email protected]
Natural Language Processing (NLP)